There are 4,454 observations (visits) in the data. Of these, 23 were missing geographic coordinates and 2 had a clearly erroneous longitude values. After removal of the observations with missing or erroneous coordinates, there are 4,429 remaining. Of those visits, 1,620 were for Immunization, 1,651 were for OPD, and 1,155 were for Antenatal Clinic. The observations are mapped by visit type below.
Each observation has parish attribute, which was reported during the visit. The observations were converted to a spatial data format based on the estimated location of their residence, which allowed them to be overlain with a spatial data layer containing the boundaries of the Uganda’s provinces. The agreement between user-reported province and GIS-derived province are presented below.
| Parish of Residence | Observations | Matches | Match Percent |
|---|---|---|---|
| Bugoye | 962 | 890 | 92.5 |
| Ibanda | 1181 | 957 | 81.0 |
| Katooke | 1054 | 919 | 87.2 |
| Kibirizi | 434 | 376 | 86.6 |
| Muhambo | 798 | 774 | 97.0 |
Each observation represents a visit at one of 8 clinics. The number of visits per clinic are summarized in the table below; in the following map, observations are color coded by clinic (clinic locations are also mapped).
| Site | Observations |
|---|---|
| Bugoye HC III | 1245 |
| Ibanda HC II | 442 |
| Katooke HC II | 543 |
| Kibirizi HC II | 293 |
| Kisamba HC II | 341 |
| Maghoma HC II | 504 |
| Nyangonge HC II | 338 |
| RMS Clinic | 721 |